Remote NLP ML Engineer - Transformer & LLM Expert

BairesDev; United States; Remote; USD 120.000 - 180.000; Vollzeit

Benefits dieser Stelle

Remote work (from anywhere)

Competitive USD salary

Home-office hardware & software setup

Flexible hours

Parental leave & holidays

Global, multicultural environment

Zusammenfassung

BairesDev is seeking an ML Engineer (NLP) to design and implement advanced NLP systems, connecting the latest machine learning breakthroughs with practical business applications. You will build scalable pipelines and ensure accuracy and scalability for complex linguistic tasks.

You will work on models like BERT, T5, and GPT families, integrate LLMs into production, and collaborate with data teams to meet performance targets. Excellent English and 4+ years of NLP experience are required.

Qualifikationen

• 4+ years of experience in Machine Learning, with a strong focus on Natural Language Processing.
• Proven expertise in developing and implementing NLP models using Python, PyTorch, or TensorFlow.
• Deep understanding of text representation techniques, including tokenization and embeddings.
• Hands-on experience with Hugging Face Transformers and the BERT/T5/GPT model families.
• Familiarity with large language models (LLMs) and their application in classification tasks.
• Advanced proficiency in English.

Aufgaben

• Design and develop scalable NLP systems using architectures like BERT, T5, and the GPT family.
• Implement and optimize text processing techniques, including tokenization and high-dimensional embeddings.
• Build and fine-tune models for text classification, sentiment analysis, and named entity recognition.
• Integrate state-of-the-art transformer models and Large Language Models (LLMs) into production-ready pipelines.
• Clean and preprocess raw text data to ensure high-quality training sets for deep learning frameworks.
• Collaborate with data teams to architect robust language understanding solutions that meet specific performance requirements.

Kenntnisse

NLP expertise

Python

PyTorch

TensorFlow

Text representations

Tokenization

Embeddings

Hugging Face Transformers

LLMs

English proficiency

Tools

Hugging Face Transformers

PyTorch

TensorFlow

Jobbeschreibung

BairesDev is seeking an ML Engineer (NLP) to design and implement advanced NLP systems, connecting the latest machine learning breakthroughs with practical business applications. You will build scalable pipelines and ensure accuracy and scalability for complex linguistic tasks.

You will work on models like BERT, T5, and GPT families, integrate LLMs into production, and collaborate with data teams to meet performance targets. Excellent English and 4+ years of NLP experience are required.